Basic Statistics

Raw Counts

Name Value
Rows 188,027
Columns 161
Discrete columns 126
Continuous columns 15
All missing columns 20
Missing observations 7,638,217
Complete Rows 0
Total observations 30,272,347
Memory allocation 261 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 18 columns ignored with more than 50 categories.
## ori: 8731 categories
## ori9: 8772 categories
## state: 52 categories
## state_abb: 52 categories
## date: 9497 categories
## agency_name: 7015 categories
## city_name: 7135 categories
## fips_state_code: 52 categories
## fips_county_code: 266 categories
## fips_state_county_code: 2348 categories
## fips_place_code: 5549 categories
## fips_state_place_code: 7880 categories
## crosswalk_agency_name: 7280 categories
## census_name: 6447 categories
## fbi_field_office: 55 categories
## judicial_district: 93 categories
## incident_number: 186502 categories
## unique_id: 188027 categories

QQ Plot

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.